What does the Framework migration signal mean?

The Framework migration signal indicates a specific pattern of engineering acceleration. Full classification logic and the four-signal taxonomy are documented at /methodology and /signals.

Where can I find Vacademy-io's historical signal data across periods?

The startup hub at /startup/vacademy-io consolidates every period of historical signal data for Vacademy-io, including commit-velocity change, contributor growth, and signal classification. The free /api/signals.json endpoint exposes the same data for programmatic access.

Q4 2025 · Historical Snapshot

Vacademy-io — Q4 2025 Engineering Signal

Signal — Q4 2025

In Q4 2025, Vacademy-io showed -21% commit velocity change with 23 active contributors (+0% growth). Signal type: Framework migration. Ranked #13 of 21 in EdTech for Q4 2025.

Metrics — Q4 2025

Commit Velocity (14d)

124

Velocity Change

-21%

Contributors

+0% growth

New Repos (30d)

Context

Sector: EdTech (full Q4 2025 ranking)

Stage at time of snapshot: Series A/B

Geography: APAC

Signal classification: Framework migration — learn what this signal means

See Vacademy-io's current signal

This page shows a historical snapshot. For the most recent data, view the full profile.

View current profile →